Elijah Cole

Researcher, GenBio AI

Joined

February 2020

Names

Elijah Cole (Preferred)

Eli Cole

Emails

****@gmail.com (Confirmed)

****@caltech.edu (Confirmed)

****@gmail.com (Confirmed)

****@altoslabs.com (Confirmed)

****@genbio.ai (Confirmed)

Personal Links

Career & Education History

Researcher

GenBio AI (genbio.ai)

2024 – Present

Researcher

Altos Labs (altoslabs.com)

2023 – 2024

PhD student

California Institute of Technology (caltech.edu)

2017 – 2023

Intern

Google (google.com)

2020 – 2022

Intern

Microsoft (microsoft.com)

2019 – 2019

Intern

Air Force Research Laboratory (us.af.mil)

2017 – 2018

Undergrad student

Duke University (duke.edu)

2013 – 2017

Advisors, Relations & Conflicts

Coauthor

Serge Belongie

2020 – Present

PhD Advisor

Pietro Perona

2017 – Present

Expertise

deep learning

2017 – Present

computer vision

2017 – Present

AI for science

2017 – Present

Publications

Multimodal Benchmarking of Foundation Model Representations for Cellular Perturbation Response Prediction
Euxhen Hasanaj, Elijah Cole, Shahin Mohammadi, Sohan Addagudi, Xingyi Zhang, Le Song, Eric P. Xing
- GenBio 2025 Poster
- Readers: Everyone
Rapid and Reproducible Multimodal Biological Foundation Model Development with AIDO.ModelGenerator
Caleb Ellington, Dian Li, Shuxian Zou, Elijah Cole, Ning Sun, Sohan Addagudi, Le Song, Eric P. Xing
- GenBio 2025 Spotlight
- Readers: Everyone
Feedforward Few-shot Species Range Estimation
Christian Lange, Max Hamilton, Elijah Cole, Alexander Shepard, Samuel Heinrich, Angela Zhu, Subhransu Maji, Grant Van Horn, Oisin Mac Aodha
- ICML 2025 poster
- Readers: Everyone
Few-shot Species Range Estimation
Christian Lange, Max Hamilton, Elijah Cole, Alexander Shepard, Samuel Heinrich, Subhransu Maji, Grant Van Horn, Oisin Mac Aodha
- Submitted to ICLR 2025
- Readers: Everyone
Combining Observational Data and Language for Species Range Estimation
Max Hamilton, Christian Lange, Elijah Cole, Alexander Shepard, Samuel Heinrich, Oisin Mac Aodha, Grant Van Horn, Subhransu Maji
- NeurIPS 2024 poster
- Readers: Everyone
Active Learning-Based Species Range Estimation
Christian Lange, Elijah Cole, Grant Van Horn, Oisin Mac Aodha
- NeurIPS 2023 poster
- Readers: Everyone
Understanding Label Bias in Single Positive Multi-Label Learning
Julio Arroyo, Pietro Perona, Elijah Cole
- 01 Mar 2023 (modified: 15 Jan 2026)
- Submitted to Tiny Papers @ ICLR 2023
- Readers: Everyone
Spatial Implicit Neural Representations for Global-Scale Species Mapping
Elijah Cole, Grant Van Horn, Christian Lange, Alexander Shepard, Patrick Leary, Pietro Perona, Scott Loarie, Oisin Mac Aodha
- ICML 2023 Poster
- Readers: Everyone
Teaching Computer Vision for Ecology
Elijah Cole, Suzanne Stathatos, Björn Lütjens, Tarun Sharma, Justin Kay, Jason Parham, Benjamin Kellenberger, Sara Beery
- 2023 (modified: 23 Apr 2023)
- CoRR 2023
- Readers: Everyone
LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges
Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Christophe Botella, Diego Marcos, Milan Sulc, Marek Hrúz, Titouan Lorieul, Sara Si Moussi, Maximilien Servajean, Benjamin Kellenberger, Elijah Cole, Andrew Durso, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel et al. (2 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- ECIR (3) 2023
- Readers: Everyone

View all 50 publications

Co-Authors

View all 85 co-authors